Reference health

Recommendations for empowering early career researchers to improve research culture and practice

https://doi.org/10.1371/journal.pbio.3001680
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30/30 checkable references clean · checked 2026-07-14

Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a publisher retraction, withdrawal, or removal notice.

21 without a DOI — not checked. A reference deposited without a DOI is never matched by title or guessed at; it stays outside the checked set, and this line discloses that.

The 30 checked references that resolve
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Reproducibility in Science
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Psychology, Science, and Knowledge Construction: Broadening Perspectives from the Replication Crisis
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Biomedical research: increasing value, reducing waste
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The Hong Kong Principles for assessing researchers: Fostering research integrity
resolves10.1038/nbt.4089
Evidence for a mental health crisis in graduate education
resolves10.12688/f1000research.5878.1
Shaping the Future of Research: a perspective from junior scientists
resolves10.7554/eLife.65697
Racial inequity in grant funding from the US National Institutes of Health
resolves10.1038/s41562-020-0917-7
Addressing racism and disparities in the biomedical sciences
resolves10.1371/journal.pbio.2005468
Meta-research: Why research on research matters
resolves10.1038/541021a
The new face of US science
resolves10.7554/eLife.64719
A community-led initiative for training in reproducible research
resolves10.5172/impp.2013.15.2.149
Gender diversity within R&D teams: Its impact on radicalness of innovation
resolves10.1108/IJIS-04-2020-0042
Cultural diversity drives innovation: empowering teams for success
resolves10.1177/0963721415599543
Collective Intelligence and Group Performance
resolves10.1126/science.342.6160.798a
Biomedical Research: Strength from Diversity
resolves10.1016/j.tree.2018.11.010
Early Career Researchers Embrace Data Sharing
resolves10.1038/d41586-019-02842-8
A journal club to fix science
resolves10.1371/journal.pbio.3000576
Improving the trustworthiness, usefulness, and ethics of biomedical research through an innovative and comprehensive institutional initiative
resolves10.7554/eLife.60829
Why scientific societies should involve more early-career researchers
resolves10.7554/eLife.36263
How early-career researchers are shaping eLife
resolves10.1371/journal.pbio.3001073
Training early career researchers to use meta-research to improve science: A participant-guided “learn by doing” approach
resolves10.1038/d41586-020-03082-x
Young scientists in Malaysia have made integrity training fun and relevant
resolves10.1007/s11199-018-0902-z
Gender Bias Produces Gender Gaps in STEM Engagement
resolves10.38105/spr.11kp6lqr0a
Reducing gender bias in STEM
resolves10.1038/s41559-019-0911-5
Underrepresented faculty play a disproportionate role in advancing diversity and inclusion
resolves10.1038/d41586-018-05646-4
Lab heads should learn to talk about racism
resolves10.1016/j.cell.2020.09.026
Revising the a Priori Hypothesis: Systemic Racism Has Penetrated Scientific Funding
resolves10.1186/s13104-019-4458-y
Causes and remedies for low research productivity among postgraduate scholars and early career researchers on non-communicable diseases in Nigeria
resolves10.7554/eLife.57032
Mitigating the impact of conference and travel cancellations on researchers’ futures
resolves10.7554/eLife.41602
The Brazilian Reproducibility Initiative
The 21 references without a DOI — listed, not checked
no DOI — not checkedHow young researchers can re-shape the evaluation of their work: Looking beyond bibliometrics to evaluate success
no DOI — not checkedMallenbaum C. #BlackBirdersWeek, #BlackInNeuro: Black scientists, physicians are using hashtags to uplift, in USA Today. 2020.
no DOI — not checkedThe Cornell Lab of Ornithology. Learn Bird ID Basics With 2 Free Courses. Available from: https://dl.allaboutbirds.org/blackbirdersweek.
no DOI — not checkedGingerella L. Binoculars for Young Black Birders. Available from: https://www.gofundme.com/f/binoculars-for-young-black-birders-athens-ga.
no DOI — not checkedExamining trends in the diversity of the U.S. National Institutes of Health participating and funded workforce
no DOI — not checkedThe perils of survivorship bias in science and academia. Small Pond
no DOI — not checkedMeta-research: broadening the scope of PLOS Biology
no DOI — not checkedEinstein Foundation Berlin. The Einstein Foundation Award for Promoting Quality in Research. Available from: https://www.einsteinfoundation.de/en/award/.
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no DOI — not checkedASAPBio. Apply to join the ASAPbio Board of Directors. 2021. Available from: https://asapbio.org/2021-bod-app.
no DOI — not checkedTeal T Call for Nominations: Dryad Scientific Advisory Committee. Dryad News and Vews. 2020; Available from: https://blog.datadryad.org/2020/10/14/call-for-nominations-dryad-scientific-advisory-committee/.
no DOI — not checkedInnovation Sprint 2020: Design, test, learn, repeat.
no DOI — not checkedUtrecht University. Open Science Community Utrecht. 2021; Available from: https://openscience-utrecht.com/about-oscu/.
no DOI — not checkedBAME scientists half as likely to get funding from UK research council, in New Scientist
no DOI — not checkedTwelve Principles Trainees, PIs, Departments, and Faculties Can Use to Reduce Bias and Discrimination in STEM.
no DOI — not checkedAnimal Behaviour Collective—Open Collective [Internet]. Opencollectivecom 2022 [cited 19 May 2022]. Available from: https://opencollective.com/animal-behaviour-collective
no DOI — not checkedAcademics for Black Survival and Wellness [Internet]. Academics for Black Survival and Wellness. 2022 [cited 19 May 2022]. Available from: https://www.academics4blacklives.com/
no DOI — not checkedLGBTQ+ Advocacy in STEM: Virtual Community of Practice [Internet]. Lgbtq.asee.org. 2022 [cited 19 May 2022]. Available from: https://lgbtq.asee.org/
no DOI — not checkedChallenges experienced by early career researchers in Africa
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no DOI — not checkedFreshwater Turtles and Tortoises of India. India Biodiversity Portal; Available from: https://ftti.indiabiodiversity.org/?lang=en.
What this badge says. CiteStamped means the CHECKABLE references of this work were clean at the dated check: each resolved to a known work in a public registry, and none carried a publisher retraction notice at that time. It says nothing about the quality, findings, or importance of the work itself, and nothing about references deposited without a DOI.

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